Strategies for analyzing ecological momentary assessment data

Health Psychology

Volumn 17, Issue 1, 1998, Pages 6-16

  Schwartz, Joseph E ^a   Stone, Arthur A ^a  

^a STONY BROOK UNIVERSITY   (United States)

Author keywords

Ecological momentary assessment; Multilevel models; Random coefficients; Random effect; Repeated measures

Indexed keywords

BEHAVIOR; DATA ANALYSIS; ECOLOGY; PHENOMENOLOGY; REVIEW; STATISTICAL ANALYSIS;

ANALYSIS OF VARIANCE; BEHAVIORAL MEDICINE; DATA INTERPRETATION, STATISTICAL; EFFECT MODIFIERS (EPIDEMIOLOGY); HUMANS; MODELS, STATISTICAL; PSYCHOMETRICS; REGRESSION ANALYSIS; RESEARCH DESIGN;

EID: 0031863145     PISSN: 02786133     EISSN: None     Source Type: Journal    
DOI: 10.1037/0278-6133.17.1.6     Document Type: Review

References (21)

1. Bock, R. D. (Ed.). (1989). Multilevel analysis of educational data. New York: Academic Press.
2. Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical linear models: Applications and data analysis methods. Newbury Park, CA: Sage.
3. Bryk, A. S., Raudenbush, S. W., & Congdon, R. J. (1996). HLM: Hierarchical linear and nonlinear modeling with the HLM/2L and HLM/3L programs. Chicago: Scientific Software International.
4. Butler, S. M., & Louis, T. A. (1992). Random effects models with non-parametric priors. Statistics in Medicine, 11, 1981-2000.
5. Csikszentmihalyi, M., & Larsen, R. E. (1987). Validity and reliability of the experience sampling method. Journal of Nervous and Mental Disease, 175, 526-536.
6. Delespaul, P. (1995). Assessing schizophrenia in daily life - the experience sampling method. Maastricht, the Netherlands: Maastricht University Press.
7. DeVries, M. (1992). The experience of psychopathology. Cambridge, England: Cambridge University Press.
8. DeVries, M. W. (1987). Mental disorders in their natural settings: The application of time allocation and experience-sampling techniques in psychiatry [Special issue]. Journal of Nervous and Mental Disease, 175(9), 537-544.
9. Diggle, P. J. (1988). An approach to the analysis of repeated measurements. Biometrics, 44, 959-971.
10. Dixon, W. J. (1992). BMDP statistical software manual, volumes 1 and 2. Berkeley, CA: University of California Press.
11. Gerber, L. M., Schwartz, J. E., & Pickering, T. G. (in press). Does the relationship of ambulatory blood pressure to position and location vary by age, sex, race/ethnicity, or body mass index? American Journal of Human Biology.
12. Gibbons, R. D., Hedeker, D., Elkin, I., Waternaux, C., Kraemer, H. C., Greenhouse, J. B., Shea, T., Imber, S. D., Sotsky, S. M., & Watkins, J. T. (1993). Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Archives of General Psychiatry, 50, 739-750.
13. Greene, W. H. (1997). Econometric analysis (3rd ed.). New York: Prentice Hall.
14. Greenland, S., Schlesselman, J. J., & Criqui, M. H. (1986). The fallacy of employing standardized regression coefficients and correlations as measures of effect. American Journal of Epidemiology, 123, 203-208.
15. Hedeker, D., Flay, B. R., & Petraitis, J. (1996). Estimating individual influences of behavioral intentions: An application of random-effects modeling to the theory of reasoned action. Journal of Consulting and Clinical Psychology, 64, 109-120.
16. Hedeker, D., & Gibbons, R. D. (1996a). MIXOR: A computer program for mixed-effects ordinal probit and logistic regression analysis. Computer Methods and Programs in Biomedicine, 49, 157-176.
17. Hedeker, D., & Gibbons, R. D. (1996b). MIXREG: A computer program for mixed-effects regression analysis with autocorrelated errors. Computer Methods and Programs in Biomedicine, 49, 229-252.
18. Hedeker, D., Gibbons, R. D., & Flay, B. R. (1994). Random-effects regression models for clustered data with an example from smoking prevention research. Journal of Consulting and Clinical Psychology, 62, 757-765.
19. Jaccard, J., & Wan, C. K. (1993). Statistical analysis of temporal data with many observations: Issues for behavioral medicine data. Annals of Behavioral Medicine, 15, 41-50.
20. Judge, G. G., Griffiths, W. W., Hill, R. C., Lütkepohl, H., & Lee, T. (1985). The theory and practice of econometrics (2nd ed.). New York: Wiley.
21. Schluchter, M. D. (1988). 5V: Unbalanced repeated measures models with structured covariance matrices. In W. J. Dixon (Ed.), BMDP statistical software manual (pp. 1081-1114). [Software manual]. Berkeley, CA: University of California Press.